Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
intent-classification
Languages:
English
Size:
1K - 10K
License:
Dataset Viewer
statement
stringlengths 2
116
| wants_branch_switch
bool 2
classes | __index_level_0__
int64 0
7.14k
|
|---|---|---|
['Which leg has the best heart specialist?']
| false
| 1,799
|
What's the consultation fee?
| false
| 2,166
|
['Do you get doctors for elderly attention?']
| false
| 1,916
|
['I care facility at Calcutta branch.']
| true
| 5,875
|
Can you book me at a different branch?
| true
| 3,642
|
['Iodin ’ ve moved to Kharadi. Can Unity go on treatment there?']
| true
| 4,083
|
Do you have ENT at this location?
| false
| 5,094
|
['Impress to Viman Nagar, want branch change']
| true
| 2,867
|
['Tin you help maine change outgrowth to Hinjewadi?']
| true
| 2,600
|
['Actually, forget that - 1 want the Thane branch']
| true
| 2,392
|
["Iodine require a ramification that ' s easy to reach"]
| true
| 1,667
|
['This branch is also far, give me close one']
| true
| 1,148
|
['Here at this offshoot, coiffure you support pharmacy?']
| false
| 5,675
|
['I take help understanding my bill']
| false
| 3,268
|
['Can Ace come magnetic resonance imaging at Chakan?']
| true
| 6,874
|
Here at this branch, do you support emergency?
| false
| 5,634
|
['Can Atomic number 53 change to the limb in Kandivali?']
| true
| 849
|
['Which doctor is useable on weekend?']
| false
| 1,846
|
Can I switch to the branch where nephrologist works?
| true
| 2,532
|
['I want to know astir inoculation schedules']
| false
| 3,257
|
['Change pine tree state to a branch in a better neighborhood']
| true
| 1,691
|
['Can One switch to whatever arm have Dr. Patel?']
| true
| 2,449
|
I want to consult at the Wakad branch instead.
| true
| 3,636
|
['I want upgrade to better outgrowth']
| true
| 1,132
|
I'd prefer to stay in this branch
| false
| 3,294
|
['Do you have cardiology section?']
| false
| 226
|
['Make up the psychometric test outcome sent by SMS?']
| false
| 4,334
|
['Possibly']
| false
| 445
|
['1 need a offshoot with zephyr conditioning']
| true
| 1,547
|
['At this offset, cause you have dermatology?']
| false
| 5,449
|
['Wakad has x - ray service?']
| true
| 6,728
|
["I ' one thousand feeling dizzy and light"]
| false
| 2,056
|
['I prefer the branch with distaff doc']
| true
| 1,199
|
['I require to move to the branch in Koramangala']
| true
| 1,180
|
['How far comprise the Kolkata ramification from my place?']
| true
| 5,859
|
['1 favor a branch with experient surgeons']
| true
| 1,513
|
['Can Unity do my blood employment here?']
| false
| 5,805
|
["What ' s the wait metre?"]
| false
| 370
|
['I choose the Delhi branch ended others.']
| true
| 5,974
|
['What physician are available in the Delhi offset?']
| true
| 6,110
|
['Switch to Kondapur']
| true
| 2,960
|
['One require timing for the Wakad branch.']
| true
| 6,239
|
I went to Kondapur last time
| false
| 7,037
|
['At this outgrowth, do you have chemotherapy?']
| false
| 5,481
|
['What service does the early branch have?']
| false
| 6,555
|
['Can Single get branch with short waiting sentence?']
| true
| 1,173
|
['1 need emergency handling']
| false
| 238
|
['Sack Iodine get surgery do here?']
| false
| 4,865
|
['Switch to the subdivision with occupational therapy']
| true
| 1,393
|
["One ' 1000 thinking of requesting transfer to Magarpatta"]
| true
| 2,937
|
I prefer the Chennai branch over others.
| true
| 6,306
|
Tell me about your dermatology services.
| false
| 4,152
|
['Interchange pine tree state to the branch with skin doctor']
| true
| 2,492
|
['Ace want the branch in Sphere 21']
| true
| 117
|
['Manage this leg cause emergency services?']
| false
| 4,477
|
['This Wakad branch courting my need perfectly']
| false
| 3,325
|
['This arm has X - light beam installation?']
| false
| 5,183
|
['Shift to the branch that accepts my insurance']
| true
| 559
|
Hinjewadi IT hub
| false
| 3,618
|
["Iodin ' d like to transfer to the Vadgaon branch"]
| true
| 2,763
|
['Atomic number 53 need to move from this branch']
| true
| 1,071
|
['Be MRI available at this limb?']
| false
| 4,559
|
['Seat you reschedule my visit to the Baner clinic?']
| true
| 3,892
|
I'm not satisfied with this branch, switch
| true
| 1,098
|
['Delay, can I exchange to Dadar branch?']
| true
| 983
|
['This offshoot be near my workplace']
| false
| 3,448
|
Okay
| false
| 408
|
['Answer you take in any other branch with earlier slots?']
| true
| 3,688
|
['Let pine tree state deepen to the Mahim branch instead']
| true
| 1,016
|
['What are your branch timing?']
| false
| 188
|
["Iodine ' megabyte used to visiting Chakan branch."]
| false
| 6,599
|
["Unity ' cholecalciferol rather break down to the Malad branch"]
| true
| 843
|
['Tail I flip to a branch with petition room?']
| true
| 1,579
|
['What live your parking brake procedures?']
| false
| 3,123
|
['Here at this offset, do you support ekg?']
| false
| 5,553
|
['I want to talk to a dr.']
| false
| 339
|
['Which doctor of the church own good patient reviews?']
| false
| 1,958
|
['Can you aid pine tree state find your branch?']
| false
| 946
|
['Transfer me to Old delhi subdivision please.']
| true
| 5,887
|
I need branch with different specialization
| true
| 1,140
|
['I need the ramification that has kidney transplanting']
| true
| 1,349
|
['Can I follow locomote to the Deccan branch?']
| true
| 2,698
|
Tell me about your branches
| false
| 606
|
['What service does this limb supply?']
| false
| 4,915
|
I want the branch location
| false
| 180
|
Understood
| false
| 480
|
['Change to the branch that give birth digital X - irradiation']
| true
| 1,227
|
['My asthma is perplex worse']
| false
| 2,121
|
['Rear you explain my test answer?']
| false
| 3,159
|
["1 ' one thousand touch dizzy and weak"]
| false
| 2,055
|
['Can I get scanned at Wakad offset?']
| true
| 5,966
|
['Comprise Dr. Priya uncommitted tomorrow?']
| false
| 3,854
|
['Hither at this arm, arrange you support cardiology?']
| false
| 5,576
|
From madhapur
| false
| 7,011
|
Begumpet Housing Board
| false
| 6,985
|
How long will the scan take?
| false
| 4,242
|
['Need physiatrics at Kolkata ramification.']
| true
| 5,924
|
['At this branch, make out you have cardiology?']
| false
| 5,405
|
Is wheelchair access available at this branch?
| false
| 4,716
|
["This sojourn isn ' deoxythymidine monophosphate astir Chakan."]
| false
| 6,435
|
End of preview. Expand
in Data Studio
Branch Switch Classification Dataset (Augmented)
Dataset Description
This dataset contains augmented training data for classifying whether a user's text indicates an intent to switch to a different branch/location in a healthcare/service context.
Dataset Summary
- Total Examples: 6835
- Training Examples: 5468
- Test Examples: 1367
- Features: Text statements and binary classification labels
- Language: English
- Domain: Healthcare/Service branch switching
Data Fields
statement: The input text/query from userwants_branch_switch: Boolean label (True/False) indicating branch switch intent
Label Distribution
- True (wants branch switch): 3095 examples
- False (no branch switch): 3740 examples
Use Cases
- Intent classification for customer service chatbots
- Branch switching detection in healthcare systems
- Location preference understanding in service applications
Data Augmentation
This dataset has been augmented using:
- Synonym replacement
- Keyboard error simulation
- Manual location-specific variations
- Typo generation for place names
Citation
If you use this dataset, please cite:
@dataset{branch_switch_augmented,
author = {Sai Rohith},
title = {Branch Switch Classification Dataset (Augmented)},
year = {2025},
publisher = {Hugging Face},
url = {https://huggingface.co/datasets/hitty28/branch-switch-v3}
}
Licensing
This dataset is released under Apache 2.0 License.
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